Package: dotwhisker 0.8.9999

Yue Hu

dotwhisker: Dot-and-Whisker Plots of Regression Results

Create quick and easy dot-and-whisker plots of regression results. It takes as input either (1) a coefficient table in standard form or (2) one (or a list of) fitted model objects (of any type that has methods implemented in the 'parameters' package). It returns 'ggplot' objects that can be further customized using tools from the 'ggplot2' package. The package also includes helper functions for tasks such as rescaling coefficients or relabeling predictor variables. See more methodological discussion of the visualization and data management methods used in this package in Kastellec and Leoni (2007) <doi:10.1017/S1537592707072209> and Gelman (2008) <doi:10.1002/sim.3107>.

Authors:Frederick Solt [aut], Yue Hu [aut, cre], Ben Bolker [ctb], Os Keyes [ctb], Stefan Müller [ctb], Thomas Leeper [ctb], Chris Wallace [ctb], Christopher Warshaw [ctb]

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manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
dotwhisker/json (API)

# Install 'dotwhisker' in R:
install.packages('dotwhisker', repos = c('https://fsolt.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/fsolt/dotwhisker/issues

Pkgdown/docs site:https://fsolt.org

On CRAN:

Conda:

graphicsplotregression-models

10.52 score 59 stars 2 packages 830 scripts 6.3k downloads 3 mentions 7 exports 40 dependencies

Last updated from:53d9d52eb2. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK184
source / vignettesOK221
linux-release-x86_64OK242
macos-release-arm64OK100
macos-oldrel-arm64OK125
windows-develOK99
windows-releaseOK107
windows-oldrelOK94
wasm-releaseOK133

Exports:add_bracketsby_2sddwplotrelabel_predictorsrelabel_y_axissecret_weaponsmall_multiple

Dependencies:backportsbayestestRcheckmateclicpp11data.tabledatawizarddplyrfarverFormulagenericsggplot2gluegridExtragtableinsightisobandlabelinglifecyclemagrittrmarginaleffectsparameterspatchworkperformancepillarpkgconfigpurrrR6RColorBrewerrlangS7scalesstringistringrtibbletidyselectutf8vctrsviridisLitewithr

dotwhisker: Dot-and-Whisker Plots of Regression Results
Basic Use: Plotting Results from One or More Regression Models | Advanced Use: Decoration and Modification | Plotting Results Stored in a Tidy Data Frame | Grouping Predictors | Presenting Regression Results as Normal Distributions | The 'Secret Weapon' and 'Small Multiple' Plots | Model Fit Statistics | Conclusion | Affiliation | References
Rendered fromdotwhisker-vignette.Rmdusingknitr::rmarkdown

Last update: 2025-05-06
Started: 2015-08-19

dotwhisker: Remaking the Examples from Kastellec and Leoni (2007)
Figure 6: Presenting a Single Regression Model Using a Dot Plot with Error Bars. | Figure 7: Using Parallel Dot Plots with Error Bars to Present Two Regression Models. | Figure 8: Using "Small Multiple" Plots to Present Regression Results from Several Models. | Affiliation | References
Rendered fromkl2007_examples.Rmdusingknitr::rmarkdown

Last update: 2024-09-25
Started: 2015-08-26